搜索结果: 1-4 共查到“统计学 Evaluating”相关记录4条 . 查询时间(0.062 秒)
Relevance As a Metric for Evaluating Machine Learning Algorithms
Machine learning algorithms performance metric proba-bilistic approach
2013/4/28
In machine learning, the choice of a learning algorithm that is suitable for the application domain is critical. The performance metric used to compare different algorithms must also reflect the conce...
Evaluating the diagnostic powers of variables and their linear combinations when the gold standard is continuous
ROC curve Area under curve Gold standard Classification
2011/6/16
The receiver operating characteristic (ROC) curve is a very useful tool for
analyzing the diagnostic/classification power of instruments/classification
schemes as long as a binary-scale gold standar...
Nonparametric Estimation of Kullback-Leibler Information Illustrated by Evaluating Goodness of Fit
Goodness of Fit Kullback-Leibler Information Consistency
2009/9/22
We describe a method for quantifying the lack of t in a proposed
family of distributions. The method involves estimating the posterior distribu-
tion of the Kullback-Leibler information between the ...
We present a quantitative analysis of throwing ability for major league outfielders
and catchers. We use detailed game event data to tabulate success and failure events
in outfielder and catcher thr...